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<div class="headertitle"><div class="title">bayesnet::Network Class Reference</div></div>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
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Public Member Functions</h2></td></tr>
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<tr class="memitem:a315f22b9268787687e9f860a2cc81b59" id="r_a315f22b9268787687e9f860a2cc81b59"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="#a315f22b9268787687e9f860a2cc81b59">Network</a> (float)</td></tr>
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<tr class="separator:a315f22b9268787687e9f860a2cc81b59"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a40600ca866444d501519a7a4376b1b74" id="r_a40600ca866444d501519a7a4376b1b74"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><a class="el" href="#a40600ca866444d501519a7a4376b1b74">Network</a> (const <a class="el" href="classbayesnet_1_1_network.html">Network</a> &)</td></tr>
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<tr class="separator:a40600ca866444d501519a7a4376b1b74"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ae8ec752b379cd4fdefac23a967d2e79e" id="r_ae8ec752b379cd4fdefac23a967d2e79e"><td class="memItemLeft" align="right" valign="top">torch::Tensor & </td><td class="memItemRight" valign="bottom"><a class="el" href="#ae8ec752b379cd4fdefac23a967d2e79e">getSamples</a> ()</td></tr>
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<tr class="memitem:a6a18e54ae22002baeaca68c67ec260cf" id="r_a6a18e54ae22002baeaca68c67ec260cf"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="#a6a18e54ae22002baeaca68c67ec260cf">getMaxThreads</a> () const</td></tr>
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<tr class="separator:a6a18e54ae22002baeaca68c67ec260cf"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab2e2be4aac2615cd864729332d8df40b" id="r_ab2e2be4aac2615cd864729332d8df40b"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#ab2e2be4aac2615cd864729332d8df40b">addNode</a> (const std::string &)</td></tr>
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<tr class="separator:ab2e2be4aac2615cd864729332d8df40b"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ae70b10f45c8e19104bcd056de8590aa4" id="r_ae70b10f45c8e19104bcd056de8590aa4"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#ae70b10f45c8e19104bcd056de8590aa4">addEdge</a> (const std::string &, const std::string &)</td></tr>
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<tr class="memitem:a82cc34f52fce3fd342b4b35b7e67e92a" id="r_a82cc34f52fce3fd342b4b35b7e67e92a"><td class="memItemLeft" align="right" valign="top">std::map< std::string, std::unique_ptr< <a class="el" href="classbayesnet_1_1_node.html">Node</a> > > & </td><td class="memItemRight" valign="bottom"><a class="el" href="#a82cc34f52fce3fd342b4b35b7e67e92a">getNodes</a> ()</td></tr>
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<tr class="memitem:a530c03d266dd20edb984677edba90106" id="r_a530c03d266dd20edb984677edba90106"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a530c03d266dd20edb984677edba90106">getFeatures</a> () const</td></tr>
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<tr class="separator:a530c03d266dd20edb984677edba90106"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a0fcfb559c4a64fa8ee14dafc08e919fa" id="r_a0fcfb559c4a64fa8ee14dafc08e919fa"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#a0fcfb559c4a64fa8ee14dafc08e919fa">getStates</a> () const</td></tr>
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<tr class="memitem:ae4fc0546af1210204229475bd30a5852" id="r_ae4fc0546af1210204229475bd30a5852"><td class="memItemLeft" align="right" valign="top">std::vector< std::pair< std::string, std::string > > </td><td class="memItemRight" valign="bottom"><a class="el" href="#ae4fc0546af1210204229475bd30a5852">getEdges</a> () const</td></tr>
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<tr class="memitem:af3b902f7d2aae117bc8602ded309937d" id="r_af3b902f7d2aae117bc8602ded309937d"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#af3b902f7d2aae117bc8602ded309937d">getNumEdges</a> () const</td></tr>
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<tr class="memitem:a71caea178a8182767dcd1aefa0f5b554" id="r_a71caea178a8182767dcd1aefa0f5b554"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="#a71caea178a8182767dcd1aefa0f5b554">getClassNumStates</a> () const</td></tr>
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<tr class="memitem:a7cf7986b48e9a650b46a2d6366bd184f" id="r_a7cf7986b48e9a650b46a2d6366bd184f"><td class="memItemLeft" align="right" valign="top">std::string </td><td class="memItemRight" valign="bottom"><a class="el" href="#a7cf7986b48e9a650b46a2d6366bd184f">getClassName</a> () const</td></tr>
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<tr class="memitem:a950bb9301c09f773af31a113a6166947" id="r_a950bb9301c09f773af31a113a6166947"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a950bb9301c09f773af31a113a6166947">fit</a> (const std::vector< std::vector< int > > &input_data, const std::vector< int > &labels, const std::vector< double > &weights, const std::vector< std::string > &featureNames, const std::string &className, const std::map< std::string, std::vector< int > > &states)</td></tr>
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<tr class="memitem:a32ffb793d0bfc68c804a4bc5c30bb1e4" id="r_a32ffb793d0bfc68c804a4bc5c30bb1e4"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a32ffb793d0bfc68c804a4bc5c30bb1e4">fit</a> (const torch::Tensor &X, const torch::Tensor &y, const torch::Tensor &weights, const std::vector< std::string > &featureNames, const std::string &className, const std::map< std::string, std::vector< int > > &states)</td></tr>
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<tr class="separator:a32ffb793d0bfc68c804a4bc5c30bb1e4"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:acf7176d52ef6698f6b7a3d45e98c28b1" id="r_acf7176d52ef6698f6b7a3d45e98c28b1"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#acf7176d52ef6698f6b7a3d45e98c28b1">fit</a> (const torch::Tensor &samples, const torch::Tensor &weights, const std::vector< std::string > &featureNames, const std::string &className, const std::map< std::string, std::vector< int > > &states)</td></tr>
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<tr class="memitem:a16e03b6ac36f9fee9f798e77f51f610e" id="r_a16e03b6ac36f9fee9f798e77f51f610e"><td class="memItemLeft" align="right" valign="top">std::vector< int > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a16e03b6ac36f9fee9f798e77f51f610e">predict</a> (const std::vector< std::vector< int > > &)</td></tr>
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<tr class="memitem:a234788045f5c33ad6806a9176993f98c" id="r_a234788045f5c33ad6806a9176993f98c"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#a234788045f5c33ad6806a9176993f98c">predict</a> (const torch::Tensor &)</td></tr>
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<tr class="memitem:ad960b15f71c6b5a3bc87f80c9e1ff22a" id="r_ad960b15f71c6b5a3bc87f80c9e1ff22a"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#ad960b15f71c6b5a3bc87f80c9e1ff22a">predict_tensor</a> (const torch::Tensor &samples, const bool proba)</td></tr>
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<tr class="memitem:a2dbbcf65d7ab9054b696b01f13e5cc7e" id="r_a2dbbcf65d7ab9054b696b01f13e5cc7e"><td class="memItemLeft" align="right" valign="top">std::vector< std::vector< double > > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a2dbbcf65d7ab9054b696b01f13e5cc7e">predict_proba</a> (const std::vector< std::vector< int > > &)</td></tr>
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<tr class="separator:a2dbbcf65d7ab9054b696b01f13e5cc7e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a4881a2ae57b31b0fff036dca3ad54af1" id="r_a4881a2ae57b31b0fff036dca3ad54af1"><td class="memItemLeft" align="right" valign="top">torch::Tensor </td><td class="memItemRight" valign="bottom"><a class="el" href="#a4881a2ae57b31b0fff036dca3ad54af1">predict_proba</a> (const torch::Tensor &)</td></tr>
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<tr class="memitem:ad75240a4f32aa87d20b1b7417d5c06a1" id="r_ad75240a4f32aa87d20b1b7417d5c06a1"><td class="memItemLeft" align="right" valign="top">double </td><td class="memItemRight" valign="bottom"><a class="el" href="#ad75240a4f32aa87d20b1b7417d5c06a1">score</a> (const std::vector< std::vector< int > > &, const std::vector< int > &)</td></tr>
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<tr class="separator:ad75240a4f32aa87d20b1b7417d5c06a1"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a379d84656a39a7dbffa119927522d0c7" id="r_a379d84656a39a7dbffa119927522d0c7"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a379d84656a39a7dbffa119927522d0c7">topological_sort</a> ()</td></tr>
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<tr class="memitem:afc1b2f22c24be01259d9aed08f2343af" id="r_afc1b2f22c24be01259d9aed08f2343af"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="#afc1b2f22c24be01259d9aed08f2343af">show</a> () const</td></tr>
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<tr class="memitem:a87caec5bf05a768023898248767ab45f" id="r_a87caec5bf05a768023898248767ab45f"><td class="memItemLeft" align="right" valign="top">std::vector< std::string > </td><td class="memItemRight" valign="bottom"><a class="el" href="#a87caec5bf05a768023898248767ab45f">graph</a> (const std::string &title) const</td></tr>
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<tr class="memitem:a942e3731047476632640787856cca461" id="r_a942e3731047476632640787856cca461"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="#a942e3731047476632640787856cca461">initialize</a> ()</td></tr>
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<tr class="memitem:a86f01a06e17b2222aed4bd99e84b761e" id="r_a86f01a06e17b2222aed4bd99e84b761e"><td class="memItemLeft" align="right" valign="top">std::string </td><td class="memItemRight" valign="bottom"><a class="el" href="#a86f01a06e17b2222aed4bd99e84b761e">dump_cpt</a> () const</td></tr>
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<tr class="memitem:a1e01554914b8bbf8569dacd449daf6b0" id="r_a1e01554914b8bbf8569dacd449daf6b0"><td class="memItemLeft" align="right" valign="top">std::string </td><td class="memItemRight" valign="bottom"><a class="el" href="#a1e01554914b8bbf8569dacd449daf6b0">version</a> ()</td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock">
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<p class="definition">Definition at line <a class="el" href="_network_8h_source.html#l00015">15</a> of file <a class="el" href="_network_8h_source.html">Network.h</a>.</p>
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</div><h2 class="groupheader">Constructor & Destructor Documentation</h2>
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<a id="a2b5c1390c93cc55353659c32acc23eb8" name="a2b5c1390c93cc55353659c32acc23eb8"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#a2b5c1390c93cc55353659c32acc23eb8">◆ </a></span>Network() <span class="overload">[1/3]</span></h2>
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<td class="memname">bayesnet::Network::Network </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00013">13</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a315f22b9268787687e9f860a2cc81b59">◆ </a></span>Network() <span class="overload">[2/3]</span></h2>
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<td class="memname">bayesnet::Network::Network </td>
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<td class="paramtype">float</td> <td class="paramname"><span class="paramname"><em>maxT</em></span></td><td>)</td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00016">16</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a40600ca866444d501519a7a4376b1b74">◆ </a></span>Network() <span class="overload">[3/3]</span></h2>
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<td class="memname">bayesnet::Network::Network </td>
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<td class="paramtype">const <a class="el" href="classbayesnet_1_1_network.html">Network</a> &</td> <td class="paramname"><span class="paramname"><em>other</em></span></td><td>)</td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00020">20</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#ae70b10f45c8e19104bcd056de8590aa4">◆ </a></span>addEdge()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00095">95</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#ab2e2be4aac2615cd864729332d8df40b">◆ </a></span>addNode()</h2>
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<td class="memname">void bayesnet::Network::addNode </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00046">46</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a86f01a06e17b2222aed4bd99e84b761e">◆ </a></span>dump_cpt()</h2>
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<td class="memname">std::string bayesnet::Network::dump_cpt </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00420">420</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a950bb9301c09f773af31a113a6166947">◆ </a></span>fit() <span class="overload">[1/3]</span></h2>
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<td class="memname">void bayesnet::Network::fit </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00177">177</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#acf7176d52ef6698f6b7a3d45e98c28b1">◆ </a></span>fit() <span class="overload">[2/3]</span></h2>
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<td class="memname">void bayesnet::Network::fit </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00169">169</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a32ffb793d0bfc68c804a4bc5c30bb1e4">◆ </a></span>fit() <span class="overload">[3/3]</span></h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00158">158</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a7cf7986b48e9a650b46a2d6366bd184f">◆ </a></span>getClassName()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00075">75</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a71caea178a8182767dcd1aefa0f5b554">◆ </a></span>getClassNumStates()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00063">63</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#ae4fc0546af1210204229475bd30a5852">◆ </a></span>getEdges()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00371">371</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a530c03d266dd20edb984677edba90106">◆ </a></span>getFeatures()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00059">59</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a6a18e54ae22002baeaca68c67ec260cf">◆ </a></span>getMaxThreads()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00038">38</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a82cc34f52fce3fd342b4b35b7e67e92a">◆ </a></span>getNodes()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00116">116</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#af3b902f7d2aae117bc8602ded309937d">◆ </a></span>getNumEdges()</h2>
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<td class="memname">int bayesnet::Network::getNumEdges </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00383">383</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#ae8ec752b379cd4fdefac23a967d2e79e">◆ </a></span>getSamples()</h2>
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<td class="memname">torch::Tensor & bayesnet::Network::getSamples </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00042">42</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a0fcfb559c4a64fa8ee14dafc08e919fa">◆ </a></span>getStates()</h2>
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<td class="memname">int bayesnet::Network::getStates </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00067">67</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a87caec5bf05a768023898248767ab45f">◆ </a></span>graph()</h2>
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<td class="memname">std::vector< std::string > bayesnet::Network::graph </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00357">357</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a942e3731047476632640787856cca461">◆ </a></span>initialize()</h2>
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<td class="memname">void bayesnet::Network::initialize </td>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00029">29</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a16e03b6ac36f9fee9f798e77f51f610e">◆ </a></span>predict() <span class="overload">[1/2]</span></h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00237">237</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a234788045f5c33ad6806a9176993f98c">◆ </a></span>predict() <span class="overload">[2/2]</span></h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00230">230</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00259">259</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a4881a2ae57b31b0fff036dca3ad54af1">◆ </a></span>predict_proba() <span class="overload">[2/2]</span></h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00224">224</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00205">205</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00275">275</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#afc1b2f22c24be01259d9aed08f2343af">◆ </a></span>show()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00344">344</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<p class="definition">Definition at line <a class="el" href="_network_8cc_source.html#l00387">387</a> of file <a class="el" href="_network_8cc_source.html">Network.cc</a>.</p>
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<h2 class="memtitle"><span class="permalink"><a href="#a1e01554914b8bbf8569dacd449daf6b0">◆ </a></span>version()</h2>
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<p class="definition">Definition at line <a class="el" href="_network_8h_source.html#l00049">49</a> of file <a class="el" href="_network_8h_source.html">Network.h</a>.</p>
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<hr/>The documentation for this class was generated from the following files:<ul>
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<li>/Users/rmontanana/Code/BayesNet/bayesnet/network/<a class="el" href="_network_8h_source.html">Network.h</a></li>
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<li>/Users/rmontanana/Code/BayesNet/bayesnet/network/<a class="el" href="_network_8cc_source.html">Network.cc</a></li>
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<li class="navelem"><b>bayesnet</b></li><li class="navelem"><a class="el" href="classbayesnet_1_1_network.html">Network</a></li>
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